{"id":51325,"date":"2025-08-10T21:15:08","date_gmt":"2025-08-10T13:15:08","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/51325.html"},"modified":"2025-08-10T21:15:08","modified_gmt":"2025-08-10T13:15:08","slug":"%e6%af%8f%e6%97%a5%e4%ba%94%e4%b8%aapyecharts%e5%8f%af%e8%a7%86%e5%8c%96%e5%9b%be%e8%a1%a8-line%ef%bc%9a%e4%bb%8e%e5%85%a5%e9%97%a8%e5%88%b0%e7%b2%be%e9%80%9a-%ef%bc%882%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/51325.html","title":{"rendered":"\u6bcf\u65e5\u4e94\u4e2apyecharts\u53ef\u89c6\u5316\u56fe\u8868-line\uff1a\u4ece\u5165\u95e8\u5230\u7cbe\u901a \uff082\uff09"},"content":{"rendered":"<p>\u5728\u5f53\u4eca\u6570\u636e\u9a71\u52a8\u7684\u65f6\u4ee3&#xff0c;\u6298\u7ebf\u56fe\u56e0\u5176\u7b80\u6d01\u76f4\u89c2\u7684\u7279\u6027&#xff0c;\u6210\u4e3a\u5c55\u793a\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3001\u63ed\u793a\u8d8b\u52bf\u53d8\u5316\u7684\u9ec4\u91d1\u5de5\u5177\u3002\u65e0\u8bba\u662f\u91d1\u878d\u5206\u6790\u4e2d\u7684\u80a1\u7968\u8d70\u52bf\u3001\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u5b9e\u9a8c\u6570\u636e&#xff0c;\u8fd8\u662f\u4e1a\u52a1\u51b3\u7b56\u4e2d\u7684\u9500\u552e\u8d8b\u52bf&#xff0c;\u6298\u7ebf\u56fe\u90fd\u80fd\u5e2e\u52a9\u6211\u4eec\u5feb\u901f\u628a\u63e1\u6570\u636e\u80cc\u540e\u7684\u89c4\u5f8b\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810131504-68989b58accfa.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u672c\u7cfb\u5217\u6587\u7ae0\u5c06\u5e26\u60a8\u4ece\u57fa\u7840\u5230\u9ad8\u7ea7&#xff0c;\u5168\u9762\u638c\u63e1pyecharts\u6298\u7ebf\u56fe\u7684\u4f7f\u7528\u6280\u5de7\u3002\u672c\u6587\u662f\u7cfb\u5217\u7684\u7b2c\u4e8c\u7bc7&#xff0c;\u5c06\u6df1\u5165\u4ecb\u7ecd\u4e94\u79cd\u5b9e\u7528\u6298\u7ebf\u56fe\u7c7b\u578b&#xff1a;\u5806\u53e0\u6298\u7ebf\u56fe&#xff08;\u5c55\u793a\u7d2f\u79ef\u6548\u5e94&#xff09;\u3001\u57fa\u672c\u6298\u7ebf\u56fe&#xff08;\u7ecf\u5178\u8d8b\u52bf\u5c55\u793a&#xff09;\u3001\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe&#xff08;\u5904\u7406\u6307\u6570\u589e\u957f\u6570\u636e&#xff09;\u3001\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe&#xff08;\u591a\u56fe\u8868\u5173\u8054\u5206\u6790&#xff09;\u548c\u57fa\u7840\u9762\u79ef\u56fe&#xff08;\u5f3a\u8c03\u6570\u636e\u8303\u56f4&#xff09;\u3002\u6bcf\u79cd\u56fe\u8868\u90fd\u914d\u6709\u5b8c\u6574\u4ee3\u7801\u548c\u8be6\u7ec6\u8bb2\u89e3&#xff0c;\u5e2e\u52a9\u60a8\u8f7b\u677e\u5e94\u5bf9\u4e0d\u540c\u7684\u6570\u636e\u53ef\u89c6\u5316\u573a\u666f\u3002pyecahts\u6e90\u7801 <\/p>\n<h4>\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\u56fe\u88681&#xff1a;\u5806\u53e0\u6298\u7ebf\u56fe\u2014\u2014\u5c55\u793a\u6570\u636e\u7684\u7d2f\u79ef\u6548\u5e94<\/li>\n<li>\n<ul>\n<li>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/li>\n<li>\u5e94\u7528\u573a\u666f&#xff1a;<\/li>\n<li>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/li>\n<\/ul>\n<\/li>\n<li>\u56fe\u88682&#xff1a;\u57fa\u672c\u6298\u7ebf\u56fe\u2014\u2014\u7ecf\u5178\u8d8b\u52bf\u5c55\u793a<\/li>\n<li>\n<ul>\n<li>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/li>\n<li>\u5e94\u7528\u573a\u666f&#xff1a;<\/li>\n<li>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/li>\n<\/ul>\n<\/li>\n<li>\u56fe\u88683&#xff1a;\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe\u2014\u2014\u5904\u7406\u6307\u6570\u589e\u957f\u6570\u636e<\/li>\n<li>\n<ul>\n<li>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/li>\n<li>\u5e94\u7528\u573a\u666f&#xff1a;<\/li>\n<li>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/li>\n<\/ul>\n<\/li>\n<li>\u56fe\u88684&#xff1a;\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe\u2014\u2014\u591a\u56fe\u8868\u5173\u8054\u5206\u6790<\/li>\n<li>\n<ul>\n<li>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/li>\n<li>\u5e94\u7528\u573a\u666f&#xff1a;<\/li>\n<li>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/li>\n<\/ul>\n<\/li>\n<li>\u56fe\u88685&#xff1a;\u57fa\u7840\u9762\u79ef\u56fe\u2014\u2014\u5f3a\u8c03\u6570\u636e\u7684\u8303\u56f4\u4e0e magnitude<\/li>\n<li>\n<ul>\n<li>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/li>\n<li>\u5e94\u7528\u573a\u666f&#xff1a;<\/li>\n<li>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/li>\n<\/ul>\n<\/li>\n<li>\u603b\u7ed3&#xff1a;\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u6298\u7ebf\u56fe\u7c7b\u578b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u56fe\u88681&#xff1a;\u5806\u53e0\u6298\u7ebf\u56fe\u2014\u2014\u5c55\u793a\u6570\u636e\u7684\u7d2f\u79ef\u6548\u5e94<\/h3>\n<p>\u5806\u53e0\u6298\u7ebf\u56fe\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u6298\u7ebf\u56fe&#xff0c;\u5b83\u5c06\u591a\u4e2a\u6570\u636e\u7cfb\u5217\u5782\u76f4\u5806\u53e0&#xff0c;\u4e0d\u4ec5\u80fd\u663e\u793a\u6bcf\u4e2a\u7cfb\u5217\u7684\u53d8\u5316\u8d8b\u52bf&#xff0c;\u8fd8\u80fd\u76f4\u89c2\u5c55\u793a\u603b\u91cf\u7684\u53d8\u5316\u3002\u8fd9\u79cd\u56fe\u8868\u7279\u522b\u9002\u5408\u5206\u6790&#034;\u90e8\u5206\u4e0e\u6574\u4f53&#034;\u7684\u5173\u7cfb&#xff0c;\u6bd4\u5982\u4e0d\u540c\u6e20\u9053\u7684\u6d41\u91cf\u5360\u6bd4\u3001\u4e0d\u540c\u4ea7\u54c1\u7684\u9500\u552e\u6784\u6210\u7b49\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> pyecharts<span class=\"token punctuation\">.<\/span>options <span class=\"token keyword\">as<\/span> opts<br \/>\n<span class=\"token keyword\">from<\/span> pyecharts<span class=\"token punctuation\">.<\/span>charts <span class=\"token keyword\">import<\/span> Line <\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49x\u8f74\u6570\u636e<\/span><br \/>\nx_data <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5468\u4e00&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u4e8c&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u4e09&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u56db&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u4e94&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u516d&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u65e5&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u6298\u7ebf\u56fe\u5bf9\u8c61<\/span><br \/>\nline_chart <span class=\"token operator\">&#061;<\/span> Line<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0x\u8f74\u6570\u636e<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>add_xaxis<span class=\"token punctuation\">(<\/span>xaxis_data<span class=\"token operator\">&#061;<\/span>x_data<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u90ae\u4ef6\u8425\u9500\u6298\u7ebf<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n    series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u8425\u9500&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stack<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u603b\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u8bbe\u7f6e\u5806\u53e0\u540d\u79f0&#xff0c;\u76f8\u540c\u540d\u79f0\u7684\u7cfb\u5217\u4f1a\u5806\u53e0\u663e\u793a<\/span><br \/>\n    y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">132<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">101<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">134<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">90<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">230<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">210<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u4e0d\u663e\u793a\u6570\u636e\u6807\u7b7e<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u8054\u76df\u5e7f\u544a\u6298\u7ebf<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n    series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u8054\u76df\u5e7f\u544a&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stack<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u603b\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">220<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">182<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">191<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">234<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">290<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">330<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">310<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u89c6\u9891\u5e7f\u544a\u6298\u7ebf<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n    series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u89c6\u9891\u5e7f\u544a&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stack<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u603b\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">150<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">232<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">201<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">154<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">190<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">330<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">410<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u76f4\u63a5\u8bbf\u95ee\u6298\u7ebf<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n    series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u76f4\u63a5\u8bbf\u95ee&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stack<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u603b\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">320<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">332<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">301<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">334<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">390<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">330<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">320<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u641c\u7d22\u5f15\u64ce\u6298\u7ebf<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n    series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u641c\u7d22\u5f15\u64ce&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stack<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u603b\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">820<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">932<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">901<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">934<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1290<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1330<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1320<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8bbe\u7f6e\u5168\u5c40\u914d\u7f6e<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>set_global_opts<span class=\"token punctuation\">(<\/span><br \/>\n    title_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TitleOpts<span class=\"token punctuation\">(<\/span>title<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u6298\u7ebf\u56fe\u5806\u53e0&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    tooltip_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TooltipOpts<span class=\"token punctuation\">(<\/span>trigger<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;axis&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u89e6\u53d1\u7c7b\u578b\u4e3a\u5750\u6807\u8f74<\/span><br \/>\n    yaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span><br \/>\n        type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;value&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        axistick_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisTickOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u663e\u793ay\u8f74\u523b\u5ea6<\/span><br \/>\n        splitline_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>SplitLineOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u663e\u793a\u5206\u5272\u7ebf<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    xaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span>type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;category&#034;<\/span><span class=\"token punctuation\">,<\/span> boundary_gap<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u65e0\u8fb9\u754c\u95f4\u9699<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5728notebook\u4e2d\u6e32\u67d3<\/span><br \/>\nline_chart<span class=\"token punctuation\">.<\/span>render_notebook<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/h4>\n<ul>\n<li>x_data \u5b9a\u4e49\u4e86x\u8f74\u7684\u661f\u671f\u6570\u636e<\/li>\n<li>stack&#061;&#034;\u603b\u91cf&#034; \u8bbe\u7f6e\u5806\u53e0\u540d\u79f0&#xff0c;\u76f8\u540c\u540d\u79f0\u7684\u7cfb\u5217\u4f1a\u5806\u53e0\u663e\u793a<\/li>\n<li>label_opts&#061;opts.LabelOpts(is_show&#061;False) \u4e0d\u663e\u793a\u6570\u636e\u6807\u7b7e&#xff0c;\u907f\u514d\u56fe\u8868\u8fc7\u4e8e\u62e5\u6324<\/li>\n<li>trigger&#061;&#034;axis&#034; \u8bbe\u7f6e\u63d0\u793a\u6846\u89e6\u53d1\u7c7b\u578b\u4e3a\u5750\u6807\u8f74&#xff0c;\u5f53\u9f20\u6807\u60ac\u505c\u5728\u5750\u6807\u8f74\u4e0a\u65f6\u663e\u793a\u63d0\u793a\u4fe1\u606f<\/li>\n<li>boundary_gap&#061;False \u8bbe\u7f6e\u5750\u6807\u8f74\u65e0\u8fb9\u754c\u95f4\u9699&#xff0c;\u4f7f\u6298\u7ebf\u56fe\u4ece\u5750\u6807\u8f74\u539f\u70b9\u5f00\u59cb\u7ed8\u5236<\/li>\n<\/ul>\n<h4>\u5e94\u7528\u573a\u666f&#xff1a;<\/h4>\n<p>\u5806\u53e0\u6298\u7ebf\u56fe\u7279\u522b\u9002\u5408\u5c55\u793a\u591a\u4e2a\u76f8\u5173\u6570\u636e\u7cfb\u5217\u7684\u7d2f\u79ef\u8d8b\u52bf&#xff0c;\u5982\u4e0d\u540c\u6e20\u9053\u7684\u6d41\u91cf\u6765\u6e90\u3001\u4e0d\u540c\u4ea7\u54c1\u7684\u9500\u552e\u6784\u6210\u3001\u4e0d\u540c\u90e8\u95e8\u7684\u8d39\u7528\u652f\u51fa\u7b49\u3002\u901a\u8fc7\u5806\u53e0\u663e\u793a&#xff0c;\u53ef\u4ee5\u76f4\u89c2\u5730\u770b\u51fa\u603b\u91cf\u7684\u53d8\u5316\u8d8b\u52bf\u4ee5\u53ca\u5404\u4e2a\u7ec4\u6210\u90e8\u5206\u7684\u8d21\u732e\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810131505-68989b59bf61e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/h4>\n<li>\u5806\u53e0\u6298\u7ebf\u56fe\u9002\u5408\u5c55\u793a\u6709\u7d2f\u79ef\u5173\u7cfb\u7684\u6570\u636e&#xff0c;\u82e5\u6570\u636e\u4e4b\u95f4\u6ca1\u6709\u7d2f\u79ef\u5173\u7cfb&#xff0c;\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8bef\u89e3<\/li>\n<li>\u8fc7\u591a\u7684\u5806\u53e0\u7cfb\u5217\u4f1a\u4f7f\u56fe\u8868\u96be\u4ee5\u9605\u8bfb&#xff0c;\u5efa\u8bae\u63a7\u5236\u57285\u4e2a\u4ee5\u5185<\/li>\n<li>\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u7cfb\u5217\u7684\u987a\u5e8f\u6765\u7a81\u51fa\u91cd\u8981\u7684\u6570\u636e\u7cfb\u5217<\/li>\n<h3>\u56fe\u88682&#xff1a;\u57fa\u672c\u6298\u7ebf\u56fe\u2014\u2014\u7ecf\u5178\u8d8b\u52bf\u5c55\u793a<\/h3>\n<p>\u57fa\u672c\u6298\u7ebf\u56fe\u662f\u6570\u636e\u53ef\u89c6\u5316\u4e2d\u6700\u57fa\u7840\u3001\u6700\u5e38\u7528\u7684\u56fe\u8868\u7c7b\u578b\u3002\u5b83\u901a\u8fc7\u8fde\u63a5\u6570\u636e\u70b9\u5f62\u6210\u7ebf\u6761&#xff0c;\u6e05\u6670\u5c55\u793a\u6570\u636e\u968f\u65f6\u95f4\u6216\u5176\u4ed6\u8fde\u7eed\u53d8\u91cf\u7684\u53d8\u5316\u8d8b\u52bf\u3002\u65e0\u8bba\u662f\u80a1\u7968\u4ef7\u683c\u3001\u6c14\u6e29\u53d8\u5316\u8fd8\u662f\u9500\u552e\u4e1a\u7ee9&#xff0c;\u57fa\u672c\u6298\u7ebf\u56fe\u90fd\u80fd\u5e2e\u52a9\u6211\u4eec\u5feb\u901f\u6355\u6349\u6570\u636e\u7684\u8d77\u4f0f\u89c4\u5f8b\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> pyecharts<span class=\"token punctuation\">.<\/span>options <span class=\"token keyword\">as<\/span> opts<br \/>\n<span class=\"token keyword\">from<\/span> pyecharts<span class=\"token punctuation\">.<\/span>charts <span class=\"token keyword\">import<\/span> Line<br \/>\n<span class=\"token keyword\">from<\/span> pyecharts<span class=\"token punctuation\">.<\/span>faker <span class=\"token keyword\">import<\/span> Faker <\/p>\n<p>c <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    Line<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_xaxis<span class=\"token punctuation\">(<\/span>Faker<span class=\"token punctuation\">.<\/span>choose<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u5546\u5bb6A&#034;<\/span><span class=\"token punctuation\">,<\/span> Faker<span class=\"token punctuation\">.<\/span>values<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u5546\u5bb6B&#034;<\/span><span class=\"token punctuation\">,<\/span> Faker<span class=\"token punctuation\">.<\/span>values<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>set_global_opts<span class=\"token punctuation\">(<\/span>title_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TitleOpts<span class=\"token punctuation\">(<\/span>title<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;Line-\u57fa\u672c\u793a\u4f8b&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\">#.render(&#034;line_base.html&#034;)<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>render_notebook<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/h4>\n<ul>\n<li>Faker.choose() \u751f\u6210\u968f\u673a\u7684\u7c7b\u522b\u6570\u636e\u4f5c\u4e3ax\u8f74<\/li>\n<li>Faker.values() \u751f\u6210\u968f\u673a\u7684\u6570\u503c\u6570\u636e\u4f5c\u4e3ay\u8f74<\/li>\n<li>add_yaxis \u65b9\u6cd5\u6dfb\u52a0\u4e24\u4e2a\u6570\u636e\u7cfb\u5217&#xff1a;\u5546\u5bb6A\u548c\u5546\u5bb6B<\/li>\n<li>set_global_opts \u8bbe\u7f6e\u56fe\u8868\u6807\u9898<\/li>\n<li>render_notebook() \u5728notebook\u4e2d\u6e32\u67d3\u56fe\u8868<\/li>\n<\/ul>\n<h4>\u5e94\u7528\u573a\u666f&#xff1a;<\/h4>\n<p>\u57fa\u672c\u6298\u7ebf\u56fe\u9002\u5408\u5c55\u793a\u7b80\u5355\u7684\u8d8b\u52bf\u53d8\u5316&#xff0c;\u5982\u80a1\u7968\u4ef7\u683c\u8d70\u52bf\u3001\u6c14\u6e29\u53d8\u5316\u3001\u9500\u552e\u4e1a\u7ee9\u8d8b\u52bf\u7b49\u3002\u5f53\u4f60\u9700\u8981\u5feb\u901f\u67e5\u770b\u6570\u636e\u968f\u65f6\u95f4\u6216\u5176\u4ed6\u8fde\u7eed\u53d8\u91cf\u7684\u53d8\u5316\u60c5\u51b5\u65f6&#xff0c;\u57fa\u672c\u6298\u7ebf\u56fe\u662f\u6700\u76f4\u63a5\u7684\u9009\u62e9\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810131506-68989b5a1933e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/h4>\n<li>\u57fa\u672c\u6298\u7ebf\u56fe\u9002\u5408\u5c55\u793a\u8f83\u5c11\u7684\u6570\u636e\u7cfb\u5217&#xff08;\u901a\u5e382-3\u4e2a&#xff09;&#xff0c;\u8fc7\u591a\u4f1a\u5bfc\u81f4\u56fe\u8868\u62e5\u6324<\/li>\n<li>\u786e\u4fddx\u8f74\u6570\u636e\u548cy\u8f74\u6570\u636e\u957f\u5ea6\u4e00\u81f4<\/li>\n<li>Faker\u7c7b\u7528\u4e8e\u751f\u6210\u6d4b\u8bd5\u6570\u636e&#xff0c;\u5b9e\u9645\u5e94\u7528\u4e2d\u5e94\u66ff\u6362\u4e3a\u771f\u5b9e\u6570\u636e<\/li>\n<h3>\u56fe\u88683&#xff1a;\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe\u2014\u2014\u5904\u7406\u6307\u6570\u589e\u957f\u6570\u636e<\/h3>\n<p>\u5f53\u6570\u636e\u5448\u73b0\u6307\u6570\u589e\u957f\u6216\u8de8\u8d8a\u591a\u4e2a\u6570\u91cf\u7ea7\u65f6&#xff0c;\u666e\u901a\u7684\u7ebf\u6027\u5750\u6807\u8f74\u4f1a\u5bfc\u81f4\u56fe\u8868\u96be\u4ee5\u9605\u8bfb\u3002\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe\u901a\u8fc7\u5bf9\u6570\u53d8\u6362&#xff0c;\u5c06\u6307\u6570\u589e\u957f\u8f6c\u6362\u4e3a\u7ebf\u6027\u589e\u957f&#xff0c;\u4f7f\u6570\u636e\u53d8\u5316\u8d8b\u52bf\u66f4\u52a0\u6e05\u6670\u3002\u8fd9\u79cd\u56fe\u8868\u5728\u91d1\u878d\u3001\u751f\u7269\u3001\u7269\u7406\u7b49\u9886\u57df\u6709\u7740\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> pyecharts<span class=\"token punctuation\">.<\/span>options <span class=\"token keyword\">as<\/span> opts<br \/>\n<span class=\"token keyword\">from<\/span> pyecharts<span class=\"token punctuation\">.<\/span>charts <span class=\"token keyword\">import<\/span> Line <\/p>\n<p>c <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    Line<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_xaxis<span class=\"token punctuation\">(<\/span>xaxis_data<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u4e00&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e8c&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e09&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u56db&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e94&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u516d&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e03&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u516b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e5d&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string\">&#034;2 \u7684\u6307\u6570&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">16<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">32<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">64<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">128<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">256<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        linestyle_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LineStyleOpts<span class=\"token punctuation\">(<\/span>width<span class=\"token operator\">&#061;<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string\">&#034;3 \u7684\u6307\u6570&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        y_axis<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">9<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">27<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">81<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">247<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">741<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2223<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">6669<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        linestyle_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LineStyleOpts<span class=\"token punctuation\">(<\/span>width<span class=\"token operator\">&#061;<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>set_global_opts<span class=\"token punctuation\">(<\/span><br \/>\n        title_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TitleOpts<span class=\"token punctuation\">(<\/span>title<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;Line-\u5bf9\u6570\u8f74\u793a\u4f8b&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        xaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span>name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;x&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        yaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span><br \/>\n            type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;log&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;y&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            splitline_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>SplitLineOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            is_scale<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\">#.render(&#034;line_yaxis_log.html&#034;)<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\nc<span class=\"token punctuation\">.<\/span>render_notebook<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/h4>\n<ul>\n<li>type_&#061;&#034;log&#034; \u8bbe\u7f6ey\u8f74\u4e3a\u5bf9\u6570\u8f74&#xff0c;\u9002\u5408\u5c55\u793a\u6307\u6570\u589e\u957f\u6570\u636e<\/li>\n<li>is_scale&#061;True \u5f00\u542f\u5750\u6807\u8f74\u7f29\u653e\u529f\u80fd&#xff0c;\u4f7f\u6570\u636e\u663e\u793a\u66f4\u52a0\u5408\u7406<\/li>\n<li>linestyle_opts&#061;opts.LineStyleOpts(width&#061;2) \u8bbe\u7f6e\u7ebf\u6761\u5bbd\u5ea6\u4e3a2&#xff0c;\u589e\u5f3a\u53ef\u8bfb\u6027<\/li>\n<li>splitline_opts&#061;opts.SplitLineOpts(is_show&#061;True) \u663e\u793a\u5206\u5272\u7ebf&#xff0c;\u5e2e\u52a9\u8bfb\u53d6\u6570\u636e<\/li>\n<\/ul>\n<h4>\u5e94\u7528\u573a\u666f&#xff1a;<\/h4>\n<p>\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe\u7279\u522b\u9002\u5408\u5c55\u793a\u4ee5\u4e0b\u7c7b\u578b\u7684\u6570\u636e&#xff1a;<\/p>\n<li>\u6307\u6570\u589e\u957f\u6570\u636e&#xff0c;\u5982\u4eba\u53e3\u589e\u957f\u3001\u7ec6\u83cc\u7e41\u6b96\u3001\u6295\u8d44\u590d\u5229\u7b49<\/li>\n<li>\u5927\u8303\u56f4\u53d8\u5316\u7684\u6570\u636e&#xff0c;\u5982\u4ece1\u523010000\u7684\u6570\u503c\u53d8\u5316<\/li>\n<li>\u6bd4\u7387\u53d8\u5316\u6570\u636e&#xff0c;\u5982\u5e02\u573a\u4efd\u989d\u3001\u589e\u957f\u7387\u7b49<\/li>\n<li>\u79d1\u5b66\u6570\u636e&#xff0c;\u5982pH\u503c\u3001\u5730\u9707\u9707\u7ea7\u3001\u58f0\u97f3\u5206\u8d1d\u7b49\u5bf9\u6570\u523b\u5ea6\u6570\u636e <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810131506-68989b5a785d5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/li>\n<h4>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/h4>\n<li>\u5bf9\u6570\u8f74\u4e0d\u80fd\u663e\u793a\u96f6\u6216\u8d1f\u6570&#xff0c;\u56e0\u4e3a\u5bf9\u6570\u51fd\u6570\u5728\u8fd9\u4e9b\u503c\u4e0a\u65e0\u5b9a\u4e49<\/li>\n<li>\u786e\u4fdd\u6570\u636e\u4e2d\u6ca1\u6709\u96f6\u6216\u8d1f\u6570&#xff0c;\u5426\u5219\u56fe\u8868\u4f1a\u663e\u793a\u5f02\u5e38<\/li>\n<li>\u5bf9\u6570\u8f74\u53ef\u80fd\u4f1a\u63a9\u76d6\u6570\u636e\u7684\u5b9e\u9645\u5dee\u5f02&#xff0c;\u9700\u8981\u5411\u89c2\u4f17\u89e3\u91ca\u5bf9\u6570\u523b\u5ea6\u7684\u7279\u70b9<\/li>\n<li>\u5bf9\u4e8e\u4e0d\u719f\u6089\u5bf9\u6570\u523b\u5ea6\u7684\u89c2\u4f17&#xff0c;\u5efa\u8bae\u540c\u65f6\u63d0\u4f9b\u539f\u59cb\u6570\u636e\u6216\u7ebf\u6027\u523b\u5ea6\u7684\u56fe\u8868\u4f5c\u4e3a\u53c2\u8003<\/li>\n<h3>\u56fe\u88684&#xff1a;\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe\u2014\u2014\u591a\u56fe\u8868\u5173\u8054\u5206\u6790<\/h3>\n<p>\u5728\u5b9e\u9645\u6570\u636e\u5206\u6790\u4e2d&#xff0c;\u6211\u4eec often\u9700\u8981\u540c\u65f6\u5c55\u793a\u591a\u4e2a\u76f8\u5173\u6570\u636e\u7cfb\u5217\u3002\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe\u901a\u8fc7Grid\u5e03\u5c40\u5c06\u4e24\u4e2a\u6298\u7ebf\u56fe\u4e0a\u4e0b\u6392\u5217&#xff0c;\u5171\u4eab\u540c\u4e00\u65f6\u95f4\u8f74&#xff0c;\u4f7f\u6211\u4eec\u80fd\u591f\u76f4\u89c2\u89c2\u5bdf\u964d\u96e8\u91cf\u4e0e\u6cb3\u6d41\u6c34\u4f4d\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u8fd9\u79cd\u5e03\u5c40\u65b9\u5f0f\u7279\u522b\u9002\u5408\u5c55\u793a\u56e0\u679c\u5173\u7cfb\u6216\u76f8\u5173\u5206\u6790\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> pyecharts<span class=\"token punctuation\">.<\/span>options <span class=\"token keyword\">as<\/span> opts<br \/>\n<span class=\"token keyword\">from<\/span> pyecharts<span class=\"token punctuation\">.<\/span>charts <span class=\"token keyword\">import<\/span> Line<span class=\"token punctuation\">,<\/span> Grid <\/p>\n<p><span class=\"token comment\"># \u6ce8\u610f&#xff1a;\u4ee5\u4e0b\u6570\u636e\u4e3a\u793a\u4f8b&#xff0c;\u5b9e\u9645\u4f7f\u7528\u65f6\u8bf7\u66ff\u6362\u4e3a\u771f\u5b9e\u6570\u636e<\/span><br \/>\n<span class=\"token comment\"># timeData &#061; [&#8230;]  # \u65f6\u95f4\u6570\u636e<\/span><br \/>\n<span class=\"token comment\"># water_flowData &#061; [&#8230;]  # \u6d41\u91cf\u6570\u636e<\/span><br \/>\n<span class=\"token comment\"># rainfallData &#061; [&#8230;]  # \u964d\u96e8\u91cf\u6570\u636e<\/span><\/p>\n<p>l1 <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    Line<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_xaxis<span class=\"token punctuation\">(<\/span>xaxis_data<span class=\"token operator\">&#061;<\/span>timeData<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n        series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u6d41\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        y_axis<span class=\"token operator\">&#061;<\/span>water_flowData<span class=\"token punctuation\">,<\/span><br \/>\n        symbol_size<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        is_hover_animation<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        linestyle_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LineStyleOpts<span class=\"token punctuation\">(<\/span>width<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1.5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        is_smooth<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>set_global_opts<span class=\"token punctuation\">(<\/span><br \/>\n        title_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TitleOpts<span class=\"token punctuation\">(<\/span><br \/>\n            title<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe&#034;<\/span><span class=\"token punctuation\">,<\/span> subtitle<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u6570\u636e\u6765\u81ea\u897f\u5b89\u5170\u7279\u6c34\u7535\u6d4b\u63a7\u6280\u672f\u6709\u9650\u516c\u53f8&#034;<\/span><span class=\"token punctuation\">,<\/span> pos_left<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;center&#034;<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        tooltip_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TooltipOpts<span class=\"token punctuation\">(<\/span>trigger<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;axis&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        axispointer_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisPointerOpts<span class=\"token punctuation\">(<\/span><br \/>\n            is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> link<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;xAxisIndex&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;all&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        datazoom_opts<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n            opts<span class=\"token punctuation\">.<\/span>DataZoomOpts<span class=\"token punctuation\">(<\/span><br \/>\n                is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                is_realtime<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                start_value<span class=\"token operator\">&#061;<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                end_value<span class=\"token operator\">&#061;<\/span><span class=\"token number\">70<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                xaxis_index<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        xaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span><br \/>\n            type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;category&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            boundary_gap<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            axisline_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisLineOpts<span class=\"token punctuation\">(<\/span>is_on_zero<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        yaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span>max_<span class=\"token operator\">&#061;<\/span><span class=\"token number\">500<\/span><span class=\"token punctuation\">,<\/span> name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u6d41\u91cf(m^3\/s)&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        legend_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LegendOpts<span class=\"token punctuation\">(<\/span>pos_left<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;left&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        toolbox_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>ToolboxOpts<span class=\"token punctuation\">(<\/span><br \/>\n            is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            feature<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;dataZoom&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;yAxisIndex&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;none&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;restore&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;saveAsImage&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p>l2 <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    Line<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_xaxis<span class=\"token punctuation\">(<\/span>xaxis_data<span class=\"token operator\">&#061;<\/span>timeData<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n        series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u964d\u96e8\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        y_axis<span class=\"token operator\">&#061;<\/span>rainfallData<span class=\"token punctuation\">,<\/span><br \/>\n        xaxis_index<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        yaxis_index<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        symbol_size<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        is_hover_animation<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        linestyle_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LineStyleOpts<span class=\"token punctuation\">(<\/span>width<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1.5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        is_smooth<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>set_global_opts<span class=\"token punctuation\">(<\/span><br \/>\n        axispointer_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisPointerOpts<span class=\"token punctuation\">(<\/span><br \/>\n            is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> link<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;xAxisIndex&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;all&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        tooltip_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TooltipOpts<span class=\"token punctuation\">(<\/span>trigger<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;axis&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        xaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span><br \/>\n            grid_index<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;category&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            boundary_gap<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            axisline_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisLineOpts<span class=\"token punctuation\">(<\/span>is_on_zero<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            position<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;top&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        datazoom_opts<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n            opts<span class=\"token punctuation\">.<\/span>DataZoomOpts<span class=\"token punctuation\">(<\/span><br \/>\n                is_realtime<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;inside&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                start_value<span class=\"token operator\">&#061;<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                end_value<span class=\"token operator\">&#061;<\/span><span class=\"token number\">70<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                xaxis_index<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        yaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span>is_inverse<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u964d\u96e8\u91cf(mm)&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        legend_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LegendOpts<span class=\"token punctuation\">(<\/span>pos_left<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;7%&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token punctuation\">(<\/span><br \/>\n    Grid<span class=\"token punctuation\">(<\/span>init_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>InitOpts<span class=\"token punctuation\">(<\/span>width<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;1024px&#034;<\/span><span class=\"token punctuation\">,<\/span> height<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;768px&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add<span class=\"token punctuation\">(<\/span>chart<span class=\"token operator\">&#061;<\/span>l1<span class=\"token punctuation\">,<\/span> grid_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>GridOpts<span class=\"token punctuation\">(<\/span>pos_left<span class=\"token operator\">&#061;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> pos_right<span class=\"token operator\">&#061;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> height<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;35%&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add<span class=\"token punctuation\">(<\/span><br \/>\n        chart<span class=\"token operator\">&#061;<\/span>l2<span class=\"token punctuation\">,<\/span><br \/>\n        grid_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>GridOpts<span class=\"token punctuation\">(<\/span>pos_left<span class=\"token operator\">&#061;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> pos_right<span class=\"token operator\">&#061;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> pos_top<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;55%&#034;<\/span><span class=\"token punctuation\">,<\/span> height<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;35%&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\">#.render(&#034;rainfall_and_water_flow.html&#034;)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>render_notebook<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/h4>\n<ul>\n<li>from pyecharts.charts import Line, Grid \u5bfc\u5165\u9700\u8981\u7684\u56fe\u8868\u7ec4\u4ef6<\/li>\n<li>is_smooth&#061;True \u8bbe\u7f6e\u7ebf\u6761\u5e73\u6ed1\u663e\u793a<\/li>\n<li>datazoom_opts \u6dfb\u52a0\u6570\u636e\u7f29\u653e\u529f\u80fd&#xff0c;\u652f\u6301\u5b9e\u65f6\u7f29\u653e<\/li>\n<li>xaxis_index \u548c yaxis_index \u8bbe\u7f6e\u591a\u5750\u6807\u8f74\u7d22\u5f15<\/li>\n<li>Grid \u7ec4\u4ef6\u7528\u4e8e\u5e03\u5c40\u591a\u4e2a\u56fe\u8868&#xff0c;\u5b9e\u73b0\u4e0a\u4e0b\u6392\u5217<\/li>\n<li>is_inverse&#061;True \u8bbe\u7f6ey\u8f74\u53cd\u5411&#xff0c;\u4f7f\u964d\u96e8\u91cf\u56fe\u8868\u4ece\u4e0b\u5f80\u4e0a\u9012\u589e<\/li>\n<li>\u4ee3\u7801\u4e2d\u7701\u7565\u4e86\u6570\u636e\u5b57\u5178\u7684\u5b9a\u4e49&#xff0c;\u5b9e\u9645\u4f7f\u7528\u65f6\u9700\u8981\u8865\u5145 timeData\u3001water_flowData \u548c rainfallData \u7684\u5177\u4f53\u503c<\/li>\n<\/ul>\n<h4>\u5e94\u7528\u573a\u666f&#xff1a;<\/h4>\n<p>\u8fd9\u79cd\u4e0a\u4e0b\u5e03\u5c40\u7684\u6298\u7ebf\u56fe\u7279\u522b\u9002\u5408\u5c55\u793a\u4ee5\u4e0b\u573a\u666f&#xff1a;<\/p>\n<li>\u76f8\u5173\u6570\u636e\u7684\u5bf9\u6bd4\u5206\u6790&#xff0c;\u5982\u96e8\u91cf\u4e0e\u6d41\u91cf\u3001\u6c14\u6e29\u4e0e\u80fd\u8017\u3001\u80a1\u7968\u4ef7\u683c\u4e0e\u4ea4\u6613\u91cf\u7b49<\/li>\n<li>\u56e0\u679c\u5173\u7cfb\u7684\u7814\u7a76&#xff0c;\u5982\u964d\u96e8\u91cf\u5bf9\u6cb3\u6d41\u6c34\u4f4d\u7684\u5f71\u54cd\u3001\u4fc3\u9500\u6d3b\u52a8\u5bf9\u9500\u552e\u989d\u7684\u5f71\u54cd\u7b49<\/li>\n<li>\u591a\u6307\u6807\u76d1\u63a7&#xff0c;\u5982\u540c\u65f6\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\u7684\u591a\u4e2a\u6307\u6807\u53d8\u5316\u8d8b\u52bf<\/li>\n<li>\u73af\u5883\u76d1\u6d4b\u6570\u636e\u53ef\u89c6\u5316&#xff0c;\u5982\u6c14\u6e29\u3001\u6e7f\u5ea6\u3001\u6c14\u538b\u7b49\u591a\u79cd\u6c14\u8c61\u6570\u636e\u7684\u540c\u65f6\u5c55\u793a <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810131506-68989b5adffcc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/li>\n<h4>\u6ce8\u610f\u4e8b\u9879&#xff1a;<\/h4>\n<li>\u786e\u4fdd\u4e24\u4e2a\u56fe\u8868\u7684x\u8f74\u6570\u636e\u4e00\u81f4&#xff0c;\u4ee5\u4fbf\u8fdb\u884c\u6709\u6548\u7684\u5bf9\u6bd4\u5206\u6790<\/li>\n<li>\u5408\u7406\u8bbe\u7f6e\u56fe\u8868\u7684\u9ad8\u5ea6\u548c\u4f4d\u7f6e&#xff0c;\u907f\u514d\u56fe\u8868\u8fc7\u4e8e\u62e5\u6324\u6216\u6bd4\u4f8b\u5931\u8c03<\/li>\n<li>\u5bf9\u4e8e\u53cd\u5411\u5750\u6807\u8f74&#xff08;is_inverse&#061;True&#xff09;&#xff0c;\u9700\u8981\u5411\u89c2\u4f17\u8bf4\u660e\u6570\u636e\u7684\u8bfb\u53d6\u65b9\u5f0f<\/li>\n<li>\u6570\u636e\u7f29\u653e\u529f\u80fd&#xff08;datazoom_opts&#xff09;\u53ef\u4ee5\u5e2e\u52a9\u67e5\u770b\u6570\u636e\u7ec6\u8282&#xff0c;\u4f46\u9700\u8981\u6ce8\u610f\u8bbe\u7f6e\u5408\u9002\u7684\u521d\u59cb\u7f29\u653e\u8303\u56f4<\/li>\n<li>\u5b9e\u9645\u4f7f\u7528\u65f6&#xff0c;\u9700\u8981\u8865\u5145\u5b8c\u6574\u7684\u6570\u636e\u5b9a\u4e49\u90e8\u5206&#xff0c;\u786e\u4fdd\u56fe\u8868\u80fd\u591f\u6b63\u5e38\u6e32\u67d3<\/li>\n<h3>\u56fe\u88685&#xff1a;\u57fa\u7840\u9762\u79ef\u56fe\u2014\u2014\u5f3a\u8c03\u6570\u636e\u7684\u8303\u56f4\u4e0e magnitude<\/h3>\n<p>\u57fa\u7840\u9762\u79ef\u56fe\u5728\u6298\u7ebf\u56fe\u7684\u57fa\u7840\u4e0a&#xff0c;\u4e3a\u7ebf\u6761\u4e0b\u65b9\u6dfb\u52a0\u4e86\u989c\u8272\u586b\u5145&#xff0c;\u5f62\u6210\u4e00\u4e2a\u5c01\u95ed\u7684\u533a\u57df\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4e0d\u4ec5\u4fdd\u7559\u4e86\u6298\u7ebf\u56fe\u5c55\u793a\u8d8b\u52bf\u7684\u529f\u80fd&#xff0c;\u8fd8\u901a\u8fc7\u989c\u8272\u5757\u7684\u5927\u5c0f\u76f4\u89c2\u5c55\u793a\u6570\u636e\u7684\u8303\u56f4\u548c magnitude&#xff0c;\u7279\u522b\u9002\u5408\u5f3a\u8c03\u5355\u4e00\u6570\u636e\u7cfb\u5217\u7684\u53d8\u5316\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> pyecharts<span class=\"token punctuation\">.<\/span>options <span class=\"token keyword\">as<\/span> opts<br \/>\n<span class=\"token keyword\">from<\/span> pyecharts<span class=\"token punctuation\">.<\/span>charts <span class=\"token keyword\">import<\/span> Line <\/p>\n<p><span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nGallery \u4f7f\u7528 pyecharts 1.1.0<br \/>\n\u53c2\u8003\u5730\u5740: &#096;https:\/\/echarts.apache.org\/examples\/editor.html?c&#061;area-basic&#096; <\/p>\n<p>\u76ee\u524d\u65e0\u6cd5\u5b9e\u73b0\u7684\u529f\u80fd:<\/p>\n<p>\u6682\u65e0<br \/>\n&#034;&#034;&#034;<\/span><\/p>\n<p>x_data <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;Mon&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Tue&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Wed&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Thu&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Fri&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Sat&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Sun&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\ny_data <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">820<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">932<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">901<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">934<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1290<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1330<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1320<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token punctuation\">(<\/span><br \/>\n    Line<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_xaxis<span class=\"token punctuation\">(<\/span>xaxis_data<span class=\"token operator\">&#061;<\/span>x_data<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>add_yaxis<span class=\"token punctuation\">(<\/span><br \/>\n        series_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        y_axis<span class=\"token operator\">&#061;<\/span>y_data<span class=\"token punctuation\">,<\/span><br \/>\n        symbol<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;emptyCircle&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        is_symbol_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        label_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>LabelOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        areastyle_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AreaStyleOpts<span class=\"token punctuation\">(<\/span>opacity<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> color<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;#C67570&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>set_global_opts<span class=\"token punctuation\">(<\/span><br \/>\n        tooltip_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>TooltipOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        yaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span><br \/>\n            type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;value&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            axistick_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisTickOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            splitline_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>SplitLineOpts<span class=\"token punctuation\">(<\/span>is_show<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        xaxis_opts<span class=\"token operator\">&#061;<\/span>opts<span class=\"token punctuation\">.<\/span>AxisOpts<span class=\"token punctuation\">(<\/span>type_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;category&#034;<\/span><span class=\"token punctuation\">,<\/span> boundary_gap<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\"># \u8bbe\u7f6e boundary_gap \u7684\u65f6\u5019\u4e00\u5b9a\u8981\u653e\u5728\u6700\u540e\u4e00\u4e2a\u914d\u7f6e\u9879\u91cc, \u4e0d\u7136\u4f1a\u88ab\u8986\u76d6<\/span><br \/>\n    <span class=\"token comment\">#.render(&#034;basic_area_chart.html&#034;)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span>render_notebook<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u4ee3\u7801\u89e3\u91ca&#xff1a;<\/h4>\n<ul>\n<li>symbol&#061;&#034;emptyCircle&#034; \u8bbe\u7f6e\u6807\u8bb0\u70b9\u4e3a\u7a7a\u5fc3\u5706<\/li>\n<li>is_symbol_show&#061;True \u663e\u793a\u6807\u8bb0\u70b9<\/li>\n<li>areastyle_opts&#061;opts.AreaStyleOpts(opacity&#061;1, color&#061;&#034;#C67570&#034;) \u8bbe\u7f6e\u533a\u57df\u586b\u5145\u6837\u5f0f&#xff0c;\u900f\u660e\u5ea6\u4e3a1&#xff0c;\u989c\u8272\u4e3a#C67570<\/li>\n<li>tooltip_opts&#061;opts.TooltipOpts(is_show&#061;False) \u4e0d\u663e\u793a\u63d0\u793a\u6846<\/li>\n<li>boundary_gap&#061;False \u8bbe\u7f6ex\u8f74\u65e0\u8fb9\u754c\u95f4\u9699<\/li>\n<\/ul>\n<h4>\u5e94\u7528\u573a\u666f&#xff1a;<\/h4>\n<p>\u57fa\u7840\u9762\u79ef\u56fe\u9002\u5408\u5c55\u793a\u4ee5\u4e0b\u7c7b\u578b\u7684\u6570\u636e&#xff1a;<\/p>\n<li>\u5355\u4e00\u6570\u636e\u7cfb\u5217\u7684\u53d8\u5316\u8d8b\u52bf&#xff0c;\u7279\u522b\u662f\u5f53\u9700\u8981\u5f3a\u8c03\u6570\u636e\u7684\u8303\u56f4\u548c magnitude \u65f6<\/li>\n<li>\u968f\u65f6\u95f4\u53d8\u5316\u7684\u7d2f\u8ba1\u6570\u636e&#xff0c;\u5982\u7f51\u7ad9\u8bbf\u95ee\u91cf\u3001\u9500\u552e\u989d\u7b49<\/li>\n<li>\u9700\u8981\u7a81\u51fa\u663e\u793a\u5cf0\u503c\u548c\u8c37\u503c\u7684\u6570\u636e<\/li>\n<li>\u6bd4\u8f83\u7b80\u5355\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e&#xff0c;\u4e0d\u9700\u8981\u5c55\u793a\u591a\u4e2a\u6570\u636e\u7cfb\u5217\u7684\u5173\u7cfb <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810131507-68989b5b41230.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" 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magnitude<\/li>\n<\/ul>\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u5e94\u6839\u636e\u6570\u636e\u7279\u70b9\u548c\u5206\u6790\u76ee\u6807\u9009\u62e9\u5408\u9002\u7684\u6298\u7ebf\u56fe\u7c7b\u578b\u3002\u4f8b\u5982&#xff0c;\u5c55\u793a\u9500\u552e\u6784\u6210\u65f6\u9009\u62e9\u5806\u53e0\u6298\u7ebf\u56fe&#xff0c;\u5206\u6790\u80a1\u7968\u957f\u671f\u8d70\u52bf\u65f6\u4f7f\u7528\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe&#xff0c;\u7814\u7a76\u76f8\u5173\u56e0\u7d20\u5173\u7cfb\u65f6\u91c7\u7528\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe\u5e03\u5c40\u3002<\/p>\n<p>\u5e0c\u671b\u672c\u6587\u80fd\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u5229\u7528pyecharts\u521b\u5efa\u4e13\u4e1a\u3001\u7f8e\u89c2\u7684\u6570\u636e\u53ef\u89c6\u5316\u56fe\u8868\u3002\u5728\u540e\u7eed\u7cfb\u5217\u4e2d&#xff0c;\u6211\u4eec\u5c06\u7ee7\u7eed\u63a2\u7d22\u66f4\u591a\u9ad8\u7ea7\u56fe\u8868\u7c7b\u578b\u548c\u6280\u5de7&#xff0c;\u656c\u8bf7\u671f\u5f85&#xff01;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb517\u6b21\uff0c\u70b9\u8d5e5\u6b21\uff0c\u6536\u85cf2\u6b21\u3002\u672c\u6587\u4ecb\u7ecd\u4e86pyecharts\u4e2d\u4e94\u79cd\u5b9e\u7528\u6298\u7ebf\u56fe\u7c7b\u578b\u53ca\u5176\u5e94\u7528\u573a\u666f\u3002\u4e3b\u8981\u5185\u5bb9\u5305\u62ec\uff1a1\uff09\u5806\u53e0\u6298\u7ebf\u56fe\uff0c\u7528\u4e8e\u5c55\u793a\u6570\u636e\u7d2f\u79ef\u6548\u5e94\uff1b2\uff09\u57fa\u672c\u6298\u7ebf\u56fe\uff0c\u9002\u5408\u7ecf\u5178\u8d8b\u52bf\u5206\u6790\uff1b3\uff09\u5bf9\u6570\u8f74\u6298\u7ebf\u56fe\uff0c\u5904\u7406\u6307\u6570\u589e\u957f\u6570\u636e\uff1b4\uff09\u96e8\u91cf\u6d41\u91cf\u5173\u7cfb\u56fe\uff08\u672a\u5c55\u793a\u4ee3\u7801\uff09\uff0c\u8fdb\u884c\u591a\u56fe\u8868\u5173\u8054\u5206\u6790\uff1b5\uff09\u57fa\u7840\u9762\u79ef\u56fe\uff08\u672a\u5c55\u793a\u4ee3\u7801\uff09\uff0c\u5f3a\u8c03\u6570\u636e\u8303\u56f4\u3002\u6bcf\u79cd\u56fe\u8868\u90fd\u914d\u6709\u4ee3\u7801\u793a\u4f8b\u548c\u53c2\u6570\u8bf4\u660e\uff0c\u5e2e\u52a9\u8bfb\u8005\u6839\u636e\u4e0d\u540c\u6570\u636e\u7279\u5f81\u9009\u62e9\u5408\u9002\u7684\u53ef\u89c6\u5316\u65b9\u5f0f\uff0c\u5b9e\u73b0\u9ad8\u6548\u7684\u6570\u636e\u5206\u6790\u548c\u8d8b\u52bf\u5c55\u793a\u3002<\/p>\n","protected":false},"author":2,"featured_media":51319,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[81,1224,5077],"topic":[],"class_list":["post-51325","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-python","tag-1224","tag-5077"],"yoast_head":"<!-- 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